Polygenic Score (PGS) ID: PGS001955

Predicted Trait
Reported Trait Heel bone mineral density (BMD)
Mapped Trait(s) heel bone mineral density (EFO_0009270)
Additional Trait Information physical measures
Released in PGS Catalog: Jan. 10, 2022
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Score Details

Score Construction
PGS Name portability-PLR_log_heel_BMD
Development Method
Name Penalized regression (bigstatsr)
Parameters HapMap3 variants
Variants
Original Genome Build GRCh37
Number of Variants 73,565
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000263
Citation (link to publication) Privé F et al. Am J Hum Genet (2022)
Ancestry Distribution
Score Development/Training
European: 100%
391,124 individuals (100%)
PGS Evaluation
European: 37.5%
African: 25%
East Asian: 12.5%
Greater Middle Eastern: 12.5%
South Asian: 12.5%
8 Sample Sets

Development Samples

Score Development/Training
Phenotype Definitions and Methods Participant Follow-up Time Sample Numbers Age of Study Participants Sample Ancestry Additional Ancestry Description Cohort(s) Additional Sample/Cohort Information
391,124 individuals European UK (+ Ireland) UKB

Performance Metrics

Disclaimer: The performance metrics are displayed as reported by the source studies. It is important to note that metrics are not necessarily comparable with each other. For example, metrics depend on the sample characteristics (described by the PGS Catalog Sample Set [PSS] ID), phenotyping, and statistical modelling. Please refer to the source publication for additional guidance on performance.

PGS Performance
Metric ID (PPM)
PGS Sample Set ID
(PSS)
Performance Source Trait PGS Effect Sizes
(per SD change)
Classification Metrics Other Metrics Covariates Included in the Model PGS Performance:
Other Relevant Information
PPM010515 PSS009446|
European Ancestry|
11,484 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.4537 [0.4391, 0.4682] sex, age, birth date, deprivation index, 16 PCs
PPM010516 PSS009220|
European Ancestry|
2,146 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.4397 [0.4048, 0.4734] sex, age, birth date, deprivation index, 16 PCs
PPM010519 PSS008326|
South Asian Ancestry|
1,972 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.3477 [0.3081, 0.3861] sex, age, birth date, deprivation index, 16 PCs
PPM010520 PSS008103|
East Asian Ancestry|
820 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.3057 [0.2415, 0.3672] sex, age, birth date, deprivation index, 16 PCs
PPM010521 PSS007890|
African Ancestry|
790 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.1895 [0.1204, 0.2567] sex, age, birth date, deprivation index, 16 PCs
PPM010522 PSS008994|
African Ancestry|
1,406 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.1746 [0.1231, 0.2252] sex, age, birth date, deprivation index, 16 PCs
PPM010517 PSS008774|
European Ancestry|
3,461 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.3929 [0.3643, 0.4208] sex, age, birth date, deprivation index, 16 PCs
PPM010518 PSS008548|
Greater Middle Eastern Ancestry|
506 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Heel bone mineral density (BMD) Partial Correlation (partial-r): 0.2944 [0.211, 0.3736] sex, age, birth date, deprivation index, 16 PCs

Evaluated Samples

PGS Sample Set ID
(PSS)
Phenotype Definitions and Methods Participant Follow-up Time Sample Numbers Age of Study Participants Sample Ancestry Additional Ancestry Description Cohort(s) Additional Sample/Cohort Information
PSS009220 2,146 individuals European Poland (NE Europe) UKB
PSS008548 506 individuals Greater Middle Eastern (Middle Eastern, North African or Persian) Iran (Middle East) UKB
PSS008326 1,972 individuals South Asian India (South Asia) UKB
PSS009446 11,484 individuals European UK (+ Ireland) UKB
PSS008103 820 individuals East Asian China (East Asia) UKB
PSS008774 3,461 individuals European Italy (South Europe) UKB
PSS007890 790 individuals African American or Afro-Caribbean Carribean UKB
PSS008994 1,406 individuals African unspecified Nigeria (West Africa) UKB